Presentationsinformation 2017-09-11 (14:15) • 4307

Talare

Eva Breznik (CBA)

Titel

The DeepMedic network - segmentation of abdominal organs in MRI

Sammanfattning

I will present a neural network architecture called DeepMedic (a fully convolutional neural network in 3D), that we are currently focusing on for use in segmentation of five organs (liver, spleen, bladder, kidneys and pancreas) from whole body MR images.
Apart from the technical details of the method, I will also mention our current ideas on preparation of the data and postprocessing of segmentation results, together with some preliminary results on whole body MR scans from POEM cohort.